wav2vec2-xls-r-juznevesti-sr / trainer_state.json
5roop's picture
First commit
a8941f4
raw
history blame
6.57 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 19.99591836734694,
"global_step": 2440,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_cer": 1.0,
"eval_loss": 3.4127440452575684,
"eval_runtime": 162.9527,
"eval_samples_per_second": 6.64,
"eval_steps_per_second": 0.835,
"eval_wer": 1.0,
"step": 122
},
{
"epoch": 2.0,
"eval_cer": 1.0,
"eval_loss": 2.9441540241241455,
"eval_runtime": 163.1192,
"eval_samples_per_second": 6.633,
"eval_steps_per_second": 0.834,
"eval_wer": 1.0,
"step": 244
},
{
"epoch": 3.0,
"eval_cer": 0.3244493212689078,
"eval_loss": 1.2275432348251343,
"eval_runtime": 159.0312,
"eval_samples_per_second": 6.804,
"eval_steps_per_second": 0.855,
"eval_wer": 0.8635921622015851,
"step": 366
},
{
"epoch": 3.28,
"learning_rate": 0.0002388,
"loss": 3.9307,
"step": 400
},
{
"epoch": 4.0,
"eval_cer": 0.2023591638341556,
"eval_loss": 0.7168374061584473,
"eval_runtime": 158.5869,
"eval_samples_per_second": 6.823,
"eval_steps_per_second": 0.858,
"eval_wer": 0.501920552341129,
"step": 488
},
{
"epoch": 5.0,
"eval_cer": 0.17312679219727137,
"eval_loss": 0.617878794670105,
"eval_runtime": 158.2056,
"eval_samples_per_second": 6.839,
"eval_steps_per_second": 0.86,
"eval_wer": 0.41668692565760684,
"step": 610
},
{
"epoch": 6.0,
"eval_cer": 0.16569868368602203,
"eval_loss": 0.6016563177108765,
"eval_runtime": 157.9983,
"eval_samples_per_second": 6.848,
"eval_steps_per_second": 0.861,
"eval_wer": 0.37708465016774445,
"step": 732
},
{
"epoch": 6.56,
"learning_rate": 0.00025391752577319586,
"loss": 0.6036,
"step": 800
},
{
"epoch": 7.0,
"eval_cer": 0.16388987711259606,
"eval_loss": 0.6307795643806458,
"eval_runtime": 159.8432,
"eval_samples_per_second": 6.769,
"eval_steps_per_second": 0.851,
"eval_wer": 0.3708610881509214,
"step": 854
},
{
"epoch": 8.0,
"eval_cer": 0.1604865775407946,
"eval_loss": 0.6786409616470337,
"eval_runtime": 160.9659,
"eval_samples_per_second": 6.722,
"eval_steps_per_second": 0.845,
"eval_wer": 0.35467010259153015,
"step": 976
},
{
"epoch": 9.0,
"eval_cer": 0.15351281380865225,
"eval_loss": 0.696066677570343,
"eval_runtime": 165.3737,
"eval_samples_per_second": 6.543,
"eval_steps_per_second": 0.822,
"eval_wer": 0.3348324986629066,
"step": 1098
},
{
"epoch": 9.83,
"learning_rate": 0.00019206185567010307,
"loss": 0.303,
"step": 1200
},
{
"epoch": 10.0,
"eval_cer": 0.15007951033634373,
"eval_loss": 0.713607132434845,
"eval_runtime": 160.5614,
"eval_samples_per_second": 6.739,
"eval_steps_per_second": 0.847,
"eval_wer": 0.3272961540331599,
"step": 1220
},
{
"epoch": 11.0,
"eval_cer": 0.1534270883786321,
"eval_loss": 0.724854052066803,
"eval_runtime": 158.4702,
"eval_samples_per_second": 6.828,
"eval_steps_per_second": 0.858,
"eval_wer": 0.3330821218456751,
"step": 1342
},
{
"epoch": 12.0,
"eval_cer": 0.15021667102437603,
"eval_loss": 0.7961975932121277,
"eval_runtime": 158.6964,
"eval_samples_per_second": 6.818,
"eval_steps_per_second": 0.857,
"eval_wer": 0.3294598142655711,
"step": 1464
},
{
"epoch": 13.0,
"eval_cer": 0.15035811798390933,
"eval_loss": 0.8382342457771301,
"eval_runtime": 159.3031,
"eval_samples_per_second": 6.792,
"eval_steps_per_second": 0.854,
"eval_wer": 0.3209996596489522,
"step": 1586
},
{
"epoch": 13.11,
"learning_rate": 0.0001302061855670103,
"loss": 0.1685,
"step": 1600
},
{
"epoch": 14.0,
"eval_cer": 0.1506152942739699,
"eval_loss": 0.8463586568832397,
"eval_runtime": 159.0294,
"eval_samples_per_second": 6.804,
"eval_steps_per_second": 0.855,
"eval_wer": 0.3242329946030048,
"step": 1708
},
{
"epoch": 15.0,
"eval_cer": 0.14896507974608128,
"eval_loss": 0.9096932411193848,
"eval_runtime": 162.4549,
"eval_samples_per_second": 6.66,
"eval_steps_per_second": 0.837,
"eval_wer": 0.3218019156901833,
"step": 1830
},
{
"epoch": 16.0,
"eval_cer": 0.14725485741717853,
"eval_loss": 0.963500440120697,
"eval_runtime": 158.9025,
"eval_samples_per_second": 6.809,
"eval_steps_per_second": 0.856,
"eval_wer": 0.31263674818884624,
"step": 1952
},
{
"epoch": 16.39,
"learning_rate": 6.835051546391752e-05,
"loss": 0.1031,
"step": 2000
},
{
"epoch": 17.0,
"eval_cer": 0.1464233207459827,
"eval_loss": 0.9706696271896362,
"eval_runtime": 158.7074,
"eval_samples_per_second": 6.818,
"eval_steps_per_second": 0.857,
"eval_wer": 0.3110565468955122,
"step": 2074
},
{
"epoch": 18.0,
"eval_cer": 0.14608041902590194,
"eval_loss": 1.0005509853363037,
"eval_runtime": 158.0719,
"eval_samples_per_second": 6.845,
"eval_steps_per_second": 0.86,
"eval_wer": 0.31331745028443625,
"step": 2196
},
{
"epoch": 19.0,
"eval_cer": 0.14561750170379292,
"eval_loss": 1.0291253328323364,
"eval_runtime": 159.3838,
"eval_samples_per_second": 6.789,
"eval_steps_per_second": 0.853,
"eval_wer": 0.31030291243253755,
"step": 2318
},
{
"epoch": 19.67,
"learning_rate": 6.494845360824742e-06,
"loss": 0.0629,
"step": 2400
},
{
"epoch": 20.0,
"eval_cer": 0.1464233207459827,
"eval_loss": 1.0326457023620605,
"eval_runtime": 158.8998,
"eval_samples_per_second": 6.809,
"eval_steps_per_second": 0.856,
"eval_wer": 0.31287985608012836,
"step": 2440
}
],
"max_steps": 2440,
"num_train_epochs": 20,
"total_flos": 7.698957470096574e+19,
"trial_name": null,
"trial_params": null
}